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DataFunSummit
DataFunSummit
Feb 3, 2023 · Artificial Intelligence

Interactive BERT for Relevance in Health E‑commerce Search

This article presents an in‑depth exploration of an interactive BERT‑based relevance model for health e‑commerce search, detailing the business context, query and product feature extraction, domain‑specific sample generation, model architecture enhancements, offline and online performance gains, and practical deployment through knowledge distillation.

AIBERTSearch Relevance
0 likes · 14 min read
Interactive BERT for Relevance in Health E‑commerce Search
DataFunTalk
DataFunTalk
Jan 11, 2023 · Artificial Intelligence

Exploring Interactive BERT for Relevance in Health E‑commerce Search

This article presents a comprehensive overview of Alibaba Health's interactive BERT approach for improving relevance in health e‑commerce search, covering business background, model design, domain‑specific data construction, knowledge‑distilled twin‑tower deployment, experimental results, and a detailed Q&A session.

AIBERTSearch Relevance
0 likes · 14 min read
Exploring Interactive BERT for Relevance in Health E‑commerce Search